Learn R Programming
⚠️There's a newer version (0.28) of this package.Take me there.

NMF (version 0.2.3)

Algorithms and framework for Nonnegative Matrix Factorization (NMF).

Description

This package provides a framework to perform Non-negative Matrix Factorization (NMF). It implements a set of already published algorithms and seeding methods, and provides a framework to test, develop and plug new/custom algorithms.

Copy Link

Version

Install

install.packages('NMF')

Monthly Downloads

13,048

Version

0.2.3

License

GPL (>= 2)

Maintainer

Renaud Gaujoux

Last Published

January 7th, 2010

Functions in NMF (0.2.3)

basis-methods

Extract/Set the matrix of basis vectors from a NMF model
NMFstd-class

Implement of the standard NMF model
advanced

Advanced usage of package NMF
nmfEstimateRank

Estimate optimal rank for Nonnegative Matrix Factorization (NMF) models
NMF-package

NMF Package Overview
esGolub

Golub ExpressionSet from Brunet et al. Paper
NMFfit-class

Base Class for to store Nonnegative Matrix Factorisation results
NMFSet-class

Class to store results from multiple runs of NMF algorithms
nmf-methods

Main Interface to run NMF algorithms
NMFOffset-class

Nonnegative Matrix Factorization with Offset
NMF-deprecated

Deprecated functions in NMF package
NMF-class

Interface class for Nonnegative Matrix Factorisation models
NMFns-class

Nonsmooth Nonnegative Matrix Factorization
Internals

Undocumented or Internal methods and functions for package NMF
NMF-bioc

Layer to use the NMF package within Bioconductor
NMF-utils

Class and Utility Methods for NMF objects